InfaSafe: A Comprehensive, Non-invasive Infant Monitoring System

被引:0
|
作者
Klicker, Lukas [1 ]
Maliwat, Alex [1 ]
Findura, Joanna [1 ]
Yu, Xinrui [1 ]
Gromov, Mikhail [1 ]
Saniie, Jafar [1 ]
机构
[1] Illinois Inst Technol, Dept Elect & Comp Engn, Embedded Comp & Signal Proc ECASP Res Lab, Chicago, IL 60616 USA
关键词
infant monitoring; SIDS; feature extraction; deep learning;
D O I
10.1109/eIT60633.2024.10609853
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
InfaSafe emerges as a novel approach to infant health monitoring, uniquely positioned at the convergence of advanced artificial intelligence and edge computing. This system is designed not as a definitive solution but as an advanced platform for comprehensive data archiving, offering valuable insights into the complex and elusive nature of Sudden Unexpected Infant Death (SUID). InfaSafe utilizes AI algorithms for real-time pose estimation, breathing surveillance, and cry analysis, all within an edge computing framework that facilitates prompt and efficient data handling. This paper explores the development and capabilities of InfaSafe, underscoring its role in providing crucial, real-time insights and alerts for caregivers and its potential to contribute significantly to our understanding of neonatal health and SUID. The focus is on leveraging technological advancements to gather comprehensive data, which can be instrumental in shaping future research and interventions in neonatal care.
引用
收藏
页码:291 / 296
页数:6
相关论文
共 50 条
  • [1] A non-invasive monitoring system
    Hancock, Christopher Paul
    Chaudhry, Sabih
    2007 EUROPEAN MICROWAVE CONFERENCE, VOLS 1-4, 2007, : 313 - 316
  • [2] A non-invasive and remote infant monitoring system using CO2 sensors
    Cao, Hung
    Hsu, Lun-Chen
    Ativanichayaphong, Thermpon
    Sin, Jeongsik
    Chiao, J. -C.
    2007 IEEE SENSORS, VOLS 1-3, 2007, : 989 - 992
  • [3] INVASIVE OR NON-INVASIVE MONITORING
    HUGENHOL.PG
    HEIKKILA, J
    HAGEMEIJ.F
    ARNTZENI.AC
    POOL, J
    PALADINO, D
    CIRCULATION, 1972, 46 (04) : 75 - &
  • [4] Non-Invasive Health Monitoring System (NIHMS)
    Doyle, T. E.
    Kalsi, M.
    Aiyush, B.
    Yousuf, J.
    Waseem, O.
    IEEE TIC-STH 09: 2009 IEEE TORONTO INTERNATIONAL CONFERENCE: SCIENCE AND TECHNOLOGY FOR HUMANITY, 2009, : 703 - 707
  • [5] System for Non-Invasive Monitoring of Fetal Activity
    Bobrova, Yulia O.
    XIV RUSSIAN-GERMANY CONFERENCE ON BIOMEDICAL ENGINEERING (RGC-2019), 2019, 2140
  • [6] Non-invasive micro system for urodynamic monitoring
    Zen, M
    Viarani, N
    Gottardi, M
    Guarnieri, V
    Margesin, B
    Paranjape, M
    Sensors for Environmental Control, 2003, : 142 - 146
  • [7] Non-invasive system for monitoring of the manufacturing equipment
    Mazare, A. G.
    Belu, N.
    Ionescu, L. M.
    Rachieru, N.
    Misztal, A.
    MODTECH INTERNATIONAL CONFERENCE - MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING V, 2017, 227
  • [8] Non-invasive system for continuous glucose monitoring
    Karasik, A.
    Herzenstein, O.
    Gabis, E.
    Weinstein, A.
    DIABETOLOGIA, 2008, 51 : S431 - S432
  • [9] Non-invasive Techniques for Muscle Fatigue Monitoring: A Comprehensive Survey
    Li, Na
    Zhou, Rui
    Krishna, Bharath
    Pradhan, Ashirbad
    Lee, Hyowon
    He, Jiayuan
    Jiang, Ning
    ACM COMPUTING SURVEYS, 2024, 56 (09)
  • [10] NON-INVASIVE MONITORING
    Turmelle, Michael
    JOURNAL OF HOSPITAL MEDICINE, 2010, 5 : 58 - 58